TY  - BOOK
AU  - Buyya,Rajkumar
AU  - Calheiros,Rodrigo N.
AU  - Vahid Dastjerdi,Amir
TI  - Big data: principles and paradigms 
SN  - 9780128093467
AV  - QA76.9.B45 
U1  - 005.7 23
PY  - 2016///]
CY  - Cambridge, MA
PB  - Morgan Kaufmann is an imprint of Elsevier
KW  - Big data
KW  - COMPUTERS
KW  - Data Processing
KW  - bisacsh
KW  - fast
KW  - Electronic books
N1  - Includes bibliographical references and index; Part I. Big data science -- part II. Big data infrastructures and platforms -- part III. Big data security and privacy -- part IV. Big data applications
N2  - Big Data: Principles and Paradigms captures the state-of-the-art research on the architectural aspects, technologies, and applications of Big Data. The book identifies potential future directions and technologies that facilitate insight into numerous scientific, business, and consumer applications. To help realize Big Data's full potential, the book addresses numerous challenges, offering the conceptual and technological solutions for tackling them. These challenges include life-cycle data management, large-scale storage, flexible processing infrastructure, data modeling, scalable machine learning, data analysis algorithms, sampling techniques, and privacy and ethical issues
UR  - http://www.sciencedirect.com/science/book/9780128053942
ER  -